• DocumentCode
    950356
  • Title

    Collective Intelligence: It´s All in the Numbers

  • Author

    Jones, Karen Spärck

  • Author_Institution
    Dept. of Comput. & Inf., Cambridge Univ.
  • Volume
    21
  • Issue
    3
  • fYear
    2006
  • Firstpage
    64
  • Lastpage
    65
  • Abstract
    AI has been an exporter of ideas to computing in general (neural networks, agents, though robotics is more complex). But AI is now embracing ideas from elsewhere that were initially scorned because they were thought to have nothing to do with modeling intelligence and, especially, human intelligence. These are the statistical and probabilistic approaches to information capture and use that have become particularly prominent in machine learning but have spread all over AI in the last two decades. Pattern recognition was accepted in particular areas, like machine vision, as a kind of technological fix. But statistical and probabilistic approaches are now mainstream
  • Keywords
    artificial intelligence; AI; artificial intelligence; collective intelligence; human intelligence; machine learning; pattern recognition; Artificial intelligence; Frequency; Humans; Intelligent systems; Internet; Machine intelligence; Natural languages; Probability; Speech; Statistics; information; probability; social intelligence; statistics;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2006.43
  • Filename
    1637353